Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007735

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007394

distance 0.221 · cross-district

#2 · Yavatmalcell 5000006359

distance 0.226 · cross-district

#3 · Yavatmalcell 5000005278

distance 0.228 · cross-district

#4 · Yavatmalcell 5000005643

distance 0.237 · cross-district

#5 · Wardhacell 4980001574

distance 0.244 · cross-district

#6 · Wardhacell 4980001580

distance 0.245 · cross-district

#7 · Yavatmalcell 5000006064

distance 0.251 · cross-district

#8 · Yavatmalcell 5000007138

distance 0.257 · cross-district

#9 · Yavatmalcell 5000006756

distance 0.259 · cross-district

#10 · Yavatmalcell 5000007646

distance 0.261 · cross-district

#11 · Chandrapurcell 4730002226

distance 0.261

#12 · Yavatmalcell 5000009217

distance 0.262 · cross-district

#13 · Chandrapurcell 4730005601

distance 0.262

#14 · Chandrapurcell 4730007461

distance 0.264

#15 · Yavatmalcell 5000006340

distance 0.264 · cross-district

#16 · Wardhacell 4980003665

distance 0.264 · cross-district

#17 · Yavatmalcell 5000004561

distance 0.265 · cross-district

#18 · Wardhacell 4980002601

distance 0.267 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730007735}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.